---
title: Scrapeless
---

[Scrapeless](https://scrapeless.com) offers flexible and feature-rich data acquisition services with extensive parameter customization and multi-format export support.

## Installation and Setup

<CodeGroup>
```bash pip
pip install langchain-scrapeless
```

```bash uv
uv add langchain-scrapeless
```
</CodeGroup>

You'll need to set up your Scrapeless API key:

```python
import os
os.environ["SCRAPELESS_API_KEY"] = "your-api-key"
```

## Tools

The Scrapeless integration provides several tools:

- [ScrapelessDeepSerpGoogleSearchTool](/oss/integrations/tools/scrapeless_scraping_api) - Enables comprehensive extraction of Google SERP data across all result types.
- [ScrapelessDeepSerpGoogleTrendsTool](/oss/integrations/tools/scrapeless_scraping_api) - Retrieves keyword trend data from Google, including popularity over time, regional interest, and related searches.
- [ScrapelessUniversalScrapingTool](/oss/integrations/tools/scrapeless_universal_scraping) - Access and extract data from JS-Render websites that typically block bots.
- [ScrapelessCrawlerCrawlTool](/oss/integrations/tools/scrapeless_crawl) - Crawl a website and its linked pages to extract comprehensive data.
- [ScrapelessCrawlerScrapeTool](/oss/integrations/tools/scrapeless_crawl) - Extract information from a single webpage.
